Find agent skills by outcome

Communication: direct

precise

- Never rewrite

delete

- Write clear user stories

acceptance criteria

I'm a political science PhD candidate who uses R regularly but would never call myself an R person....

without ggplot2

writeLines(template

out_file)

write.csv(df

%s_clean.csv

write.csv(df

data_clean.csv

- arrows: code = 1 (head at start)

code = 2 (head at end

- SANN (simulated annealing): convergence code is always 0 — it never fails. maxit = total function...

no other stopping criterion.

- `URLencode(url

reserved = FALSE) by default does NOT encode reserved chars (/`

- write.csv fixes `sep =

- as.numeric(f) returns integer codes

not original values. Use as.numeric(levels(f))[f] or as.numeric(as.character(f)).

- Factor indexing: x[f] uses integer codes of factor f

not its character labels. Use x[as.character(f)] for label-based indexing.

write.csv(df

output.csv

A comprehensive reference for base R programming — covering data structures

control flow

description: Provides base R programming guidance covering data structures

data wrangling

- Explain audit log usage and contents for compliance and investigations (actor

context

- With GHEC data residency

you choose where company code and selected data are stored (including the EU)

TGA: Hydrate/solvate content

decomposition

TGA: Decomposition temperature

filler content

- LazyVim Extras: Check for existing “Extras” (e.g.

lang.terraform) before recommending custom code.

- Snacks.nvim: Use the Snacks API for dashboards

pickers

Assume the user is a senior engineer / Linux-capable

tool-savvy practitioner:

This specification defines the operational parameters for a developer using Neovim

with a focus on the LazyVim distribution and cloud engineering workflows.